io.github.fasuizu-br/nlp-tools
NLP Tools - Sentiment, NER, Toxicity & Language Detection
io.github.fasuizu-br/nlp-tools costs 1 283 tokens of context per session. It has 6 tool definitions. That is 0.6 % of a 200k window. Measured 2026-10-03.
Toxicity, sentiment, NER, PII detection, and language identification tools
alive probed 2026-10-03 · HTTP 200
6tools
1.3ktokens for the tool definitions
0.6 %of a 200k context window
492 msto initialize
54 msto list tools
- Endpoint
- https://apim-ai-apis.azure-api.net/mcp/nlp/mcp (streamable-http)
- Host
- apim-ai-apis.azure-api.net
- Protocol
- 2025-11-25
- Reports itself as
- brainiall-nlp 2.14.5
- Capabilities
- experimental, prompts, resources, tasks, tools
- Instructions
- 523 characters
- Repository
- https://github.com/fasuizu-br/speech-ai-examples
- Website
- https://brainiall.com
- Registry
- active, updated 2026-03-05 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| detect_pii | 324 | 25 % |
| analyze_toxicity | 248 | 19 % |
| detect_language | 216 | 17 % |
| analyze_sentiment | 210 | 16 % |
| extract_entities | 207 | 16 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:38 | alive | 492 ms | 6 | 1.3k |
| 2026-10-03 17:53 | alive | 240 ms | 6 | 1.3k |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.fasuizu-br/nlp-tools)